{"id":"W2103228322","doi":"10.1080/089419300272203","title":"Charles McBurney: Reflecting Upon His Life's Work","year":2000,"lang":"en","type":"article","venue":"Journal of Investigative Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Work (physics); Gerontology; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002897794,0.0002046719,0.0007862045,0.000340932,0.0001455874,0.00002232342,0.0001232938,0.0001512098,0.003522956],"category_scores_gemma":[0.01863702,0.0001657355,0.0003444647,0.0005824484,0.0004499921,0.0004699705,0.0000149422,0.001261483,0.0002454447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002822955,"about_ca_system_score_gemma":0.00114802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001510428,"about_ca_topic_score_gemma":0.000001627689,"domain_scores_codex":[0.9971389,0.0004324714,0.001015198,0.0001911858,0.0008906056,0.0003317095],"domain_scores_gemma":[0.995281,0.002169566,0.0008837596,0.0002158295,0.0003802548,0.001069605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00256439,0.0006067487,0.03906169,0.0002572967,0.0008453901,0.003641646,0.005144806,0.00004863503,0.01715456,0.00005279141,0.7301198,0.2005022],"study_design_scores_gemma":[0.001574398,0.0005193068,0.05381995,0.00357555,0.0005010242,0.001849648,0.0007882541,0.00002686957,0.009393819,0.0008008278,0.9266676,0.000482699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646006,0.003706408,0.00002698596,0.0223944,0.000743767,0.00009606734,0.000001025235,0.0000384666,0.008392317],"genre_scores_gemma":[0.9784496,0.0007895651,0.004463583,0.01015746,0.002405778,0.000003470898,0.000003282104,0.00005876478,0.003668442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000195,"threshold_uncertainty_score":0.9973879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069858246362815,"score_gpt":0.3299259236082207,"score_spread":0.2229400989719392,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}